Article
AI - Artificial Intelligence
Community
Culture
Education
5 min read

Artificial Intelligence needs these school lessons to avoid a Frankenstein fail

To learn and to learn to care are inseparable

Joel Pierce is the administrator of Christ's College, University of Aberdeen. He has recently published his first book.

A cyborg like figure opens the door to a classroom.
AI in the classroom.
Nick Jones/Midjourney.ai.

Recent worries expressed by Anthropic CEO, Dario Amodei, over the welfare of his chatbot bounced around my brain as I dropped my girls off for their first days at a new primary school last month. Maybe I felt an unconscious parallel. Maybe setting my daughters adrift in the swirling energy of a schoolyard containing ten times as many pupils as their previous one gave me a twinge of sympathy for a mogul launching his billion-dollar creation into the id-infused wilds of the internet. But perhaps it was more the feeling of disjuncture, the intuition that whatever information this bot would glean from trawling the web,it was fundamentally different from what my daughters would receive from that school, an education.  

We often struggle to remember what it is to be educated, mistaking what can be assessed in a written or oral exam for knowledge. However, as Hannah Arendt observed over a half century ago, education is not primarily about accumulating a grab bag of information and skills, but rather about being nurtured into a love for the world, to have one’s desire to learn about, appreciate, and care for that world cultivated by people whom one respects and admires. As I was reminded, watching the hundreds of pupils and parents waiting for the morning bell, that sort of education only happens in places, be it at school or in the home, where children themselves feel loved and valued.  

Our attachments are inextricably linked to learning. That’s why most of us can rattle off a list of our favourite teachers and describe moments when a subject took life as we suddenly saw it through their eyes. It’s why we can call to mind the gratitude we felt when a tutor coached us through a maths problem, lab project, or piano piece which we thought we would never master. Rather than being the pouring of facts into the empty bucket of our minds, our educations are each a unique story of connection, care, failure, and growth.  

I cannot add 8+5 without recalling my first-grade teacher, the impossibly ancient Mrs Coleman, gazing benevolently over her half-moon glasses, correcting me that it was 13, not 12. When I stride across the stage of my village pantomime this December, I know memories of a pint-sized me hamming it up in my third-grade teacher’s self-penned play will flit in and out of mind. I cannot write an essay without the voice of Professor Coburn, my exacting university metaphysics instructor, asking me if I am really saying what is truthful, or am resorting to fuzzy language to paper over my lack of understanding. I have been shaped by my teachers. I find myself repaying the debts accrued to them in the way I care for students now. To learn and to learn to care are inseparable. 

But what if they weren’t? AI seems to open the vista where intelligences can simply appear, trained not by humans, but by recursive algorithms, churning through billions of calculations on rows of servers located in isolated data centres. Yes, those calculations are mostly still done on human produced data, though the insatiable need for more has eaten through most everything freely available on the web and in whatever pirated databases of books and media these companies have been able to locate, but learning from human products is not the same as learning from human beings. The situation seems wholly original, wholly unimaginable. 

Except it was imagined in a book written over two hundred years ago which, as Guillermo del Toro’s recent attempt to capture that vision reminds us, remains incredibly relevant today. Filmmakers, and from trailers I suspect Del Toro is no different here, tend to treat the story of Frankenstein as one of glamorous transgression: Dr Frankenstein as Faust, heroically testing the limits of human knowledge and human decency. But Mary Shelley’s protagonist is an altogether more pathetic character, one who creates in an extended bout of obsessive experimentation and then spends the rest of the book running from any obligation to care for the creature he has made.  

It is the creature who is the true hero of the novel and he is a tragic one precisely because his intelligence, skills, and abilities are acquired outside the realm of human connection. When happenstance allows him to furtively observe lessons given within a loving, but impoverished family, he imagines himself into that circle of growing love and knowledge. It is when he is disabused of this notion, when the family discovers him and is disgusted, when he learns that he is doomed to know, but not be known, that he turns into a monster bent on revenge. As the Milton-quoting monster reminds Frankenstein, even Adam, though born fully grown, was nurtured by his maker. Since even this was denied creature, what choice does he have but to take the role of Satan and tear down the world that birthed him? 

Are our modern maestros of AI Dr Frankensteins? Not yet. For all the talk of sentient-like responses by LLMs, avoiding talking about distressing topics for example, the best explanation of such behaviour is that they simply are mimicking their training sets which are full of humans expressing discomfort about those same topics. However, if these companies are really as serious about developing a fully sentient AGI, about achieving the so-called singularity, as much of the buzz around them suggests, then the chief difference between them and Frankenstein is one of ability rather than ambition. If eventually they are able to realise their goals and intelligences emerge, full of information, but unnurtured and unloved, how will they behave? Is there any reason to think that they will be more Adam than Satan when we are their creators? 

At the end of Shelley’s novel, an unreconstructed Frankenstein tells his tale to a polar explorer in a ship just coming free from the pack ice. The explorer is facing the choice of plunging onward in the pursuit of knowledge, glory, and, possibly, death, or heeding the call of human connections, his sister’s love, his crew’s desire to see their families. Frankenstein urges him on, appeals to all his ambitions, hoping to drown out the call of home. He fails. The ship turns homeward. Knowledge shorn of attachment, ambition that ignores obligation, these, Shelley tells us, are not worth pursuing. Will we listen to her warning? 

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Review
Books
Culture
Economics
Politics
5 min read

Abundance and the attempt to build a better world

Is this policy the antidote to the zero-sum game of politics?

Josh is a curate in London, and is completing a PhD in theology.

Construction worker climb a steel framework.
Josue Isai Ramos Figueroa on Unsplash.

What do you do when more money won’t solve a government’s problems? Abundance: How We Build A Better Future, the new book by Ezra Klein and Derek Thompson is an extended polemic against a form of government—particularly as practiced by US liberals—that stymies policy delivery. However technocratic that sounds (and the book often is), it forces readers to confront deeper questions about the nature of politics.  

At the heart of the book is a critique of what the authors, drawing on the film Everything Everywhere All At Once, call 'Everything Bagel Liberalism'. In the film topping are added to bagel to the point that it becomes a blackhole. So too, Klein and Thompson suggest, with so much well-intended policy, in which in seeking to tick every possible box and satisfy a range of regulators it becomes a delivery blackhole and little is actually done. The authors ask whether parties of the left are focused on measuring spending to the exclusion of measuring what gets built.  

The first chapter gives a good sense of their approach.  It tells a familiar story about the way in which so many are being priced out of cities because of a lack of affordable housing. However, in doing so, it highlights a surprising harm: that geographical proximity remains an important enabler of technological innovation so a lack of affordable housing in cities means a loss of creativity. 

The diagnosis is perhaps even more surprising coming from American liberals. Special interests—including those seeking to protect the value of their own houses—weaponize interlocking sets of well-intentioned legislation to prevent homes being built. Subsequent chapters apply that similar logic—regulation and a lack of focus resulting in inaction—to infrastructure, government capacity, scientific research and the implementation of new inventions. 

The book's strength is that it is not particularly detailed in its policy proposals. Klein and Thompson instead offer abundance as a lens through which policy development can be viewed: what do we need more of and how do we get it? This lens can be applied from within a wide range of ideological frameworks. It is not itself a worldview but a challenge that any politics should be obsessed with effective delivery not simply desiring the correct end-state.  

The book is unapologetically focused on America and the failures of progressive governance, particularly in California. (One of this book's peculiar legacies will be to leave many who have never been there perpetually invested in California's struggles to build high-speed rail.) Nevertheless, the approach already has its advocates in the UK - for example, the Centre for British Progress which set out its stall last week, and it is not hard to see how an agenda here that could be seized by a less hesitant Starmer government.  

Any plausible political analysis must hold together the reality of scarcity and abundance. Losing sight of either unmoors us from the actual world we find ourselves in.

Indeed, perhaps the book might feel more realistic if it had other countries in mind. Reviewing Abundance, Columbia economist Adam Tooze describes the book as painful to read, characterising it as a manifesto for the Harris presidency that never was. Indeed, according to the authors, the book was originally scheduled for release in summer 2024 to influence the Democratic platform leading up to the 2024 elections. Instead, it appears in 2025 amid Trump's assault on institutions, Tooze's Columbia among them.  

In an interview on Pod Save America, the authors argued that the book is still relevant, offering a framework with which Democrats can oppose Trump. Thompson described the Trumpian view of politics as fundamentally shaped by scarcity. He suggests that behind 47th president's policies—most notably the tariff agenda—is the conviction that every interaction is zero-sum; for you to gain, I must lose.  On this analysis, the way to oppose a politics that pits groups against one another over limited resources—housing, trade, jobs—is to figure out how the government can provide more and argue for it. In its critique and its hopefulness, Abundance offers those who believe in institutions a way to navigate—even work with the grain of—the anti-institutional temperament of contemporary politics.  

There might be something to this messaging, but scarcity plays an unmissable role in Klein and Thompson's argument. Remember that they characterise what they oppose as "Everything Bagel Liberalism", policy that tries to achieve every outcome and loses focus in doing so. They may conceive scarcity differently to Trump, but their book is a warning policy cannot deliver as much as we think. It is a call for us to oppose, to compete against those special interests—whether they be residents’ associations wanting to hold up house prices or politicians wanting to cut research grants—whose policy priorities overload the bagel.  

At heart, the book is a reminder that ultimately the salient scarcity in politics is not housing or trade or even money. It is time. Abundance cautions governments that unfocussed policy yields the time entrusted to them by the governed.  

Humans cannot lead politics completely beyond its zero-sum logic. The world is so often a violent competition over resources and government must restrain that violence while avoiding being co-opted as a means of exploitation.  And yet, politics is also—even primarily—an avenue through which communities answer a primal summons to be fruitful, abundant.  

Ultimately, any plausible political analysis must hold together the reality of scarcity and abundance. Losing sight of either unmoors us from the actual world we find ourselves in. Yes, there is so much broken and warped to reckon with, and we must grapple too with our finitude’s bluntness, but so too is creation replete with goodness, among them our capacity to invent and deliver what we need together. 

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